Panoramic Image

Panoramic images, encompassing a 360° field of view, are increasingly important in computer vision, offering a comprehensive view of the surrounding environment. Current research focuses on improving semantic segmentation, 3D scene generation, and video creation from panoramic data, often employing diffusion models, transformers, and neural radiance fields to address challenges like distortion, data scarcity, and computational cost. These advancements have significant implications for applications such as autonomous driving, virtual and augmented reality, and robotics, enabling more robust and immersive experiences.